| import json | |
| import random | |
| random.seed(42) | |
| def split_data(): | |
| f = open("./PsyQA_full.json") | |
| lines = json.load(f) | |
| random.shuffle(lines) | |
| train_data = lines[:int(len(lines)*0.8)] | |
| valid_data = lines[int(len(lines)*0.8):int(len(lines)*0.9)] | |
| test_data = lines[int(len(lines)*0.9):] | |
| print(len(train_data), len(valid_data), len(test_data)) | |
| with open("train.json", "w") as f: | |
| json.dump(train_data, f) | |
| with open("valid.json", "w") as f: | |
| json.dump(valid_data, f) | |
| with open("test.json", "w") as f: | |
| json.dump(test_data, f) | |
| split_data() |